Ideas - Rasa Open Source - Rasa Community Forum
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Ideas
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Post by Juste on Jul 24, 2018
Share your ideas for projects or improvements for Rasa Stack!
Do you have an interesting idea for a chatbot, a new Rasa Stack feature or a Conversational AI field as a whole? This is the best place to share them and discuss them all with other creative minds of Rasa Community!
Post by nmstoker on Jul 28, 2018
Not sure if this topic is the right place to ask this, but was interested to discuss / seek advice about handling user spelling mistakes for text input to Rasa NLU.
It’s something I looked at a few months back but ended up putting to one side.
On one level, you could ignore spelling mistakes and simply include the misspellings in your training data. But I suspect that becomes unsustainable fairly quickly. Also, whilst it’s okay for intents, it doesn’t cope where you need to then use the entities for things (ie subsequent lookups)
I did have a basic spell corrector that I ran text through before sending the corrected text to Rasa. It was okay but had limitations (longer sentences and in particular longer words took dramatically longer amounts of time).
The corrector I used was based on one of the Python ports of SymSpell. See the SymSpell GitHub repository.
Post by Krogsager on Aug 1, 2018
Idea for Rasa Stack feature: It would be very useful if previous conversations with a bot were stored and could be analysed to improve future dialogues. This would allow going through what the user said, which intents and entities were extracted and how the bot responded.
Post by NikhilBansal21 on Aug 6, 2018
Rasa needs to have a solid and more stable fallback handle, more like a “Global Fallback Intent” for slightly similar inputs that the bot misses often.
Post by lgrinberg on Aug 13, 2018
It would be nice to have a way to deal with a subset or a single member of a list-type Slot without requiring a custom action to form a response or to set a different slot.
Post by anurags on Dec 6, 2018
I have an Idea to send custom content through buttons in Rasa, like uploading files.
Post by moseswmwong on Jan 2, 2019
Simple request, can you provide a switch for different environments like Linux, Windows, Raspberry Pi, etc. to cope with code incompatibility issues.
Post by azizullah2017 on Jan 4, 2019
How to switch between projects in Rasa Core without changing the port?
Post by tomp on Mar 17, 2022
Rasa as a Multi-Paradigm CAI Framework: It would be beneficial for Rasa to incorporate very different architectures for conversational AI such as Semantic Machines’ dataflow approach.
Some useful links:
Post by ScienceGuy on Oct 23, 2023
I second the recent opinions that Rasa Inc. seems to focus on features for paying parties and neglects the Open Source version.
Post by simon09 on Feb 11, 2024
How to use Rasa chatbot to talk to another one.